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Agent Skill · 研究检索

context-mate(上下文配合)

context-mate 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

context-mate 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 27,430。

总安装 3,387周安装 144GitHub Stars 750下载 1,187核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:context-mate(上下文配合)
来源仓库:https://github.com/jezweb/claude-skills
仓库路径:skills/context-mate
安装命令:
npx skills add https://github.com/jezweb/claude-skills --skill context-mate
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/jezweb/claude-skills --skill context-mate

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

context-mate 是与 Claude Code 自然流程协同的工具箱,提供项目扫描和工具推荐功能。自动检测会话追踪、实施阶段、项目简报和 AI 上下文文件的存在状态。根据项目结构推荐合适工具,忽略无关组件,提升工作流效率。安装前建议确认权限范围、维护状态,以及是否会触发文件扫描或依赖检查操作。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/context-mate

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/jezweb/claude-skills --skill context-mate;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

context-mate 怎么安装?

在终端执行 npx skills add https://github.com/jezweb/claude-skills --skill context-mate。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

context-mate 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

context-mate 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

context-mate 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

context-mate 用的人多吗?

公开数据是累计安装 3,387 次,近一周安装 144 次,下载 1,187 次,GitHub 750 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

context-mate 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
context-mate

上下文配合 · 本页

3,387750操作浏览器未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Context Mate

A toolkit that works with Claude Code's natural flow. Use what helps, ignore what doesn't.


When This Skill Activates

When context-mate is invoked, analyze the project first before recommending tools.

Step 1: Quick Project Scan

Check for these files (use Glob, don't read contents yet):

File/PatternIndicates
SESSION.mdSession tracking active
IMPLEMENTATION_PHASES.mdPhased planning in use
PROJECT_BRIEF.mdProject explored/planned
CLAUDE.md or .claude/AI context exists
.claude/rules/Correction rules present
package.json or requirements.txtHas dependencies
tests/ or *.test.*Has test infrastructure

Step 2: Git State (if git repo)

git status --short            # Uncommitted changes?
git log --oneline -3          # Recent commit messages?

Step 3: Assess Stage and Recommend

Project Stages:

StageSignsRecommend
New ProjectNo CLAUDE.md, no phases/explore-idea or /plan-project
Active DevelopmentSESSION.md or phases exist/continue-session, developer agents
Maintenance ModeDocs exist, no SESSION.md/plan-feature for new work, project-health for audits
Mid-SessionUncommitted changes + SESSION.mdContinue current work, /wrap-session when done

Step 4: Brief Output

Tell the user:

  1. What's already set up (e.g., "You have SESSION.md and phases - mid-project")
  2. What would help now (e.g., "Run /continue-session to resume")
  3. What's available but not in use (e.g., "No tests yet - test-runner available")

Example:

Project Analysis ✓ CLAUDE.md - AI context configured ✓ SESSION.md - Session tracking active (Phase 2 in progress) ✓ .claude/rules/ - 3 correction rules ○ No test files detected Recommendations: - Run /continue-session to resume Phase 2 work - Use commit-helper agent when ready to commit - Consider test-runner agent when adding tests

Keep it under 10 lines. Don't overwhelm - just highlight what's relevant.


The name has a double meaning:

  1. Your friendly context companion (the toolkit)
  2. *"It's all about the context, maaate!"* (the philosophy)

This isn't "The Correct Way To Do Things" - these tools exist because context windows are real constraints, not because we're dictating methodology.


Quick Reference

Slash Commands (type these)

CommandWhat it does
/context-mateAnalyze project, recommend tools
/explore-ideaStart with a vague idea
/plan-projectPlan a new project
/plan-featurePlan a specific feature
/wrap-sessionEnd work session
/continue-sessionResume from last session
/docs-initCreate project docs
/docs-updateUpdate docs after changes
/briefPreserve context before clearing
/reflectCapture learnings → rules, skills, memory
/releasePrepare for deployment

Agents (Claude uses these automatically)

AgentWhat it does
commit-helperWrites commit messages
code-reviewerReviews code quality
debuggerInvestigates bugs
test-runnerRuns/writes tests
build-verifierChecks dist matches source
documentation-expertCreates/updates docs
orchestratorCoordinates multi-step work

Skills (background knowledge)

SkillWhat it provides
project-planningPhase-based planning templates
project-session-managementSESSION.md patterns
docs-workflowDoc maintenance commands
deep-debugMulti-agent debugging
project-healthAI-readability audits
developer-toolboxThe 7 agents above

The Toolkit at a Glance

┌─────────────────────────────────────────────────────────────┐
│                    PROJECT LIFECYCLE                        │
├─────────────────────────────────────────────────────────────┤
│  /explore-idea → /plan-project → [work] → /wrap-session    │
│       ↓              ↓              ↓           ↓          │
│  PROJECT_BRIEF   PHASES.md     SESSION.md   git checkpoint │
│                                     ↓                      │
│                              /continue-session             │
│                                     ↓                      │
│                              [resume work]                 │
│                                     ↓                      │
│                    /reflect → /release                     │
└─────────────────────────────────────────────────────────────┘

When To Use What

You want to...Use this
Explore a vague idea/explore-idea
Plan a new project/plan-project
Plan a specific feature/plan-feature
End a work session/wrap-session
Resume after a break/continue-session
Create/update docs/docs-init, /docs-update
Debug something stubborndeep-debug skill
Review code qualitycode-reviewer agent
Run tests with TDDtest-runner agent
Prepare a git commitcommit-helper agent
Verify build outputbuild-verifier agent
Check docs are AI-readablecontext-auditor agent
Validate workflows workworkflow-validator agent
Check session handoff qualityhandoff-checker agent

Component Skills

Project Lifecycle (project-workflow)

Nine integrated commands for the complete project lifecycle:

CommandPurpose
/explore-ideaBrainstorm and validate project concepts
/plan-projectGenerate phased implementation plan
/plan-featurePlan a specific feature addition
/docs-initCreate initial project documentation
/docs-updateUpdate docs after changes
/wrap-sessionEnd session with git checkpoint
/continue-sessionResume from SESSION.md
/reflectReview progress and plan next steps
/releasePrepare for deployment/release

Invoke: Skill(skill: "project-workflow")

Session Management (project-session-management)

Track progress across context windows using SESSION.md with git checkpoints.

  • Converts IMPLEMENTATION_PHASES.md into actionable tracking
  • Creates semantic git commits as recovery points
  • Documents concrete next actions for resumption
  • Prevents context loss between sessions

Invoke: Skill(skill: "project-session-management")

Developer Agents (developer-toolbox)

Seven specialized agents for common development tasks:

AgentUse For
commit-helperGenerate meaningful commit messages
code-reviewerSecurity, quality, architecture review
debuggerSystematic bug investigation
test-runnerTDD workflows, test creation
build-verifierVerify dist/ matches source
documentation-expertCreate/update project docs
orchestratorCoordinate multi-step projects

Invoke: Skill(skill: "developer-toolbox")

Deep Debugging (deep-debug)

Multi-agent investigation for stubborn bugs that resist normal debugging.

  • Spawns parallel investigation agents
  • Cross-references findings
  • Handles browser/runtime issues
  • Best when going in circles on a bug

Invoke: Skill(skill: "deep-debug")

Quality Auditing (project-health)

Three agents for AI-readability and workflow quality:

AgentPurpose
context-auditorCheck if docs are AI-readable (score 0-100)
workflow-validatorVerify documented processes work (score 0-100)
handoff-checkerValidate session continuity quality (score 0-100)

Invoke: Skill(skill: "project-health")

Documentation Lifecycle (docs-workflow)

Four commands for documentation management:

CommandPurpose
/docsQuick doc lookup
/docs-initCreate initial docs
/docs-updateUpdate after changes
/docs-claudeGenerate AI-optimized CLAUDE.md

Invoke: Skill(skill: "docs-workflow")


Core Concepts

Sessions ≠ Phases

Sessions are context windows (2-4 hours of work before context fills up).

Phases are work units (logical groupings like "Phase 1: Database Setup").

A phase might span multiple sessions. A session might touch multiple phases. They're independent concepts.

Checkpointed Progress

Git commits serve as semantic checkpoints, not just version control:

# Bad: commits as save points
git commit -m "WIP"
git commit -m "more changes"

# Good: commits as progress markers
git commit -m "Complete Phase 1: Database schema and migrations"
git commit -m "Phase 2 partial: Auth middleware working, UI pending"

When resuming via /continue-session, these commits tell the story of where you are.

Progressive Disclosure

Skills load incrementally to preserve context:

  1. Metadata (~50 tokens) - Always in context, triggers skill loading
  2. SKILL.md body (<5k words) - Loaded when skill activates
  3. Bundled resources - Loaded as needed (templates, references, scripts)

This means a 50-skill toolkit only costs ~2,500 tokens until you actually use something.

Skills Teach, Rules Correct

Two complementary knowledge systems:

SkillsRules
Location~/.claude/skills/.claude/rules/ (project)
ContentRich bundlesSingle markdown files
PurposeTeach how to use XCorrect outdated patterns
ExampleHow to set up Tailwind v4Fix v3 syntax Claude might suggest

Rules are project-portable - they travel with the repo so any Claude instance gets the corrections.

Sub-agents for Isolation

Heavy tasks (code review, debugging, testing) run in sub-agents to:

  • Keep verbose output out of main context
  • Allow parallel execution
  • Provide specialized tool access
  • Return concise summaries

Getting Started

New Project

/explore-idea    # Optional: clarify what you're building
/plan-project    # Generate phased plan
                 # Work on Phase 1...
/wrap-session    # End with checkpoint

Resuming Work

/continue-session    # Reads SESSION.md, suggests next steps
                     # Continue working...
/wrap-session        # Checkpoint again

Adding a Feature

/plan-feature    # Plan the specific feature
                 # Implement...
/wrap-session    # Checkpoint

Debugging Session

# If normal debugging isn't working:
Skill(skill: "deep-debug")
# Spawns investigation agents

The Philosophy

Context windows are real. They fill up. Work gets lost. Sessions end.

These tools don't fight that - they work with it:

  • SESSION.md captures state for next session
  • Git checkpoints create recovery points
  • Sub-agents keep heavy work isolated
  • Progressive disclosure preserves context budget

Use what helps. Ignore what doesn't.

This is the knifey-spooney school of project management:

Traditional PMContext Mate
"Follow the methodology""She'll be right"
"Update the Gantt chart"/wrap-session
"Consult the RACI matrix""Oi Claude, what next?"

No ceremonies. No standups with your AI. No burndown charts.

If Homer Simpson can't figure it out in 30 seconds, it's too complicated.

*It's all about the context, maaate.* 🥄

平台分布

Codex

33.71%
按下载量换算400

Claude

31.69%
按下载量换算376

Cursor

20.2%
按下载量换算240

Gemini CLI

10.21%
按下载量换算121

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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